{"id":"W2941783318","doi":"10.1097/01.ju.0000555738.52489.74","title":"PD20-06 EVALUATION OF VULVAR HEALTH FROM PHOTOGRAPHS","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Placebo; Clinical trial; Gynecology; Alternative medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007172194,0.0005606712,0.0006029455,0.001144189,0.0004909362,0.001273663,0.0005628877,0.001157272,0.3900358],"category_scores_gemma":[0.001401366,0.0002763502,0.000796922,0.0004768469,0.0001598273,0.0006350481,0.000653011,0.001209873,0.08323114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157911,"about_ca_system_score_gemma":0.0003974869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547003,"about_ca_topic_score_gemma":0.004127769,"domain_scores_codex":[0.9996984,0.00005625717,0.00001635663,0.00003115185,0.0001496203,0.0000482794],"domain_scores_gemma":[0.9989969,0.0001052815,0.00007761334,0.00005743314,0.000435103,0.0003275506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001997461,0.0003281025,0.002251749,0.0004286141,0.00002989609,0.0002510939,0.00001560908,0.00004404665,0.002180713,0.0002529615,0.847113,0.1451068],"study_design_scores_gemma":[0.001110813,0.002884222,0.0382094,0.0008204636,0.00005320476,0.002084419,0.00005353106,0.0002041289,0.003293904,0.0002001133,0.9510401,0.0000457534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03108384,0.02176229,0.001871417,0.007961819,0.00709716,0.002336052,0.03133322,0.003546842,0.8930074],"genre_scores_gemma":[0.07675315,0.01313792,0.002694674,0.004297251,0.003381004,0.0008575421,0.01360316,0.0008125211,0.8844628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3900358,"threshold_uncertainty_score":0.8700399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05643781865802448,"score_gpt":0.391462141097751,"score_spread":0.3350243224397265,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}